THE AI VORTEX BLOG
Essays, guides and analysis on how AI changes legal work. Follow an idea, explore a question, or find the piece you came for.
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1306 articles · Original publication dates
Showing the first 12 articles, newest publication first.
AI governance work turns use-case intake, risk assessment, controls, approvals and monitoring into a record people can act on. Choose it by the decision rights and evidence burden, not by the policy label alone.
Read articleContract operations turns requests, templates, approvals, signatures, repositories and renewals into a controlled lifecycle. Choose it when you want to own the contract system and escalation path, while keeping legal judgment with the authorized reviewer.
Read articleE-discovery careers sit across preservation, collection, processing, review, production and project delivery. Choose the point in the evidence chain you are prepared to make accurate, traceable and defensible.
Read articleTool access does not settle assignment permission. Identify the permitted activity, materials and disclosure requirements, then preserve the reasoning you must demonstrate.
Read articleUse a bounded synthetic review task to see how a candidate handles sources, uncertainty and handoffs. This proposed scorecard supports a structured discussion; it is not a validated hiring test.
Read articleWhen an assisted first draft changes the work juniors perform, supervisors need to design the reasoning, feedback and next attempt explicitly. A faster deliverable is not evidence of learning.
Read articleFaster first drafts can move the bottleneck into review. Estimate the work arriving, the time each review needs and the capacity actually available before expanding the workflow.
Read articleA legal AI title does not create a salary category. Separate a national occupation median from an employer's announced range, then inspect the work, level, location and authority behind the number.
Read articleA prompting course, product lesson and legal-operations program solve different learning problems. Compare the task, practice, feedback and access before choosing training.
Read articleA useful legal AI work sample makes your contribution inspectable: the source, the correction and the decision still needed. Build the handoff before polishing the presentation.
Read articleLegal engineering and legal operations overlap around legal work, technology and change, but they answer different organizational needs. Compare the task, authority and evidence of fit before choosing a title.
Read articleLegal knowledge management is the work of making institutional knowledge current, findable, usable and reviewable. Choose it by the source, structure, authority and maintenance burden you are ready to own.
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